Governance Guide
AI SOC 2 Compliance Guide (2026) - SaaS Platform Controls
SOC 2 audits for AI platforms require additional controls beyond standard SaaS: model governance, data handling, algorithm transparency. This guide maps SOC 2 criteria to AI-specific control requirements.
Guide toolkit
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Implementation Steps
- Map SOC 2 Trust Service Criteria to AI system components: Security, Availability, Processing Integrity.
- Implement model version control and deployment audit trails for Processing Integrity.
- Document AI data handling policies for Confidentiality criteria compliance.
- Prepare evidence collection workflows for continuous compliance monitoring.
Frequently Asked Questions
What SOC 2 controls are specific to AI platforms?
AI-specific SOC 2 controls include model version control, training data provenance, inference audit trails, algorithm change management, and output quality monitoring for Processing Integrity.
How long does SOC 2 compliance take for AI platforms?
SOC 2 Type I certification takes 3-6 months. Type II continuous compliance takes 6-12 months with monitoring period. AI platforms may need additional 1-2 months for AI-specific control implementation.
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